Configurable and scalable belief propagation accelerator for computer vision.
Jungwook ChoiRob A. RutenbarPublished in: FPL (2016)
Keyphrases
- belief propagation
- computer vision
- graphical models
- markov random field
- message passing
- graph cuts
- approximate inference
- stereo matching
- pairwise
- loopy belief propagation
- image segmentation
- markov networks
- energy minimization
- energy minimization problems
- object recognition
- image matching
- vision system
- exact inference
- image understanding
- machine learning
- factor graphs
- statistical physics
- free energy
- optical flow
- image processing
- fixed point
- image sequences
- image analysis
- sum product
- energy function
- image features
- bayesian networks
- conditional random fields
- multi view
- image registration
- max product
- probabilistic model